← Learning Types
Machine Learning › Learning Types ›

Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Alignment-Uniformity Aware Representation Learning for Zero-Shot Video Classification CVPR 2022
Mutual Quantization for Cross-Modal Search With Noisy Labels CVPR 2022
Exploring Denoised Cross-Video Contrast for Weakly-Supervised Temporal Action Localization CVPR 2022
Interventional Contrastive Learning with Meta Semantic Regularizer ICML 2022
Dataset Condensation with Contrastive Signals ICML 2022
On Distribution Shift in Learning-based Bug Detectors ICML 2022
A Hybrid Egocentric Activity Anticipation Framework via Memory-Augmented Recurrent and One-Shot Representation Forecasting CVPR 2022
Contrastive Learning for Unsupervised Video Highlight Detection CVPR 2022
Targeted Supervised Contrastive Learning for Long-Tailed Recognition CVPR 2022
Learning Hierarchical Cross-Modal Association for Co-Speech Gesture Generation CVPR 2022
Contextual Outpainting With Object-Level Contrastive Learning CVPR 2022
Mix and Localize: Localizing Sound Sources in Mixtures CVPR 2022
Vision-Language Pre-Training With Triple Contrastive Learning CVPR 2022
Maximum Spatial Perturbation Consistency for Unpaired Image-to-Image Translation CVPR 2022
Revisiting Contrastive Learning through the Lens of Neighborhood Component Analysis: an Integrated Framework ICML 2022
Expanding Low-Density Latent Regions for Open-Set Object Detection CVPR 2022
Versatile Multi-Modal Pre-Training for Human-Centric Perception CVPR 2022
Contextualized Spatio-Temporal Contrastive Learning With Self-Supervision CVPR 2022
Contrastive Dual Gating: Learning Sparse Features With Contrastive Learning CVPR 2022
CLIP-Event: Connecting Text and Images With Event Structures CVPR 2022
Id-Free Person Similarity Learning CVPR 2022
Utilizing Expert Features for Contrastive Learning of Time-Series Representations ICML 2022
Representation Learning for Maximization of MI, Nonlinear ICA and Nonlinear Subspaces with Robust Density Ratio Estimation JMLR 2022
MemREIN: Rein the Domain Shift for Cross-Domain Few-Shot Learning IJCAI 2022
Locally Normalized Soft Contrastive Clustering for Compact Clusters IJCAI 2022